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Paper Citation Record · LEDGER

Generating Privacy Stories From Software Documentation

As of 7 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 0 inbound Pith citation observations for arXiv:2506.23014.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.23014 v1

Coverage vector

measured 73 of 73 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:58:23.040095Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

73 of 73 outbound references displayed

  • verified exact2
  • verified fuzzy50
  • unresolved21
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15c3b692-8c06-48aa-a507-84735e5a6451 · outbound

This paper cites Privacy engineering: Shaping an emerging field of research and practice,.

Generating Privacy Stories From Software Documentation Privacy engineering: Shaping an emerging field of research and practice,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:33.207617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:16.507527Z digest=sha256:10077f90f10e88a8ac69fe97674f39ad33e25a5f2b6cab6fcb82c0f7ed41d9d1

Observation ed057982-52cf-414d-b0fe-a8a6bb884094 · outbound

This paper cites Rethinking the proposition of privacy engi- neering,.

Generating Privacy Stories From Software Documentation Rethinking the proposition of privacy engi- neering,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:32.934624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:16.557439Z digest=sha256:240010713953a5a7ec589a1c33aa34c608a049bf1b6fb836339c6fac48f2adaa

Observation eedfb0ab-1d57-47c2-9333-81e1994e864b · outbound

This paper cites Privacy by designers: Software developers’ privacy mindset,.

Generating Privacy Stories From Software Documentation Privacy by designers: Software developers’ privacy mindset,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:32.786256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:16.658196Z digest=sha256:3e7b4c60dd2ecc3f5b8212f3b76e2470d188c56d6c61ca3b535ec12a94404174

Observation 28666b88-223d-45b1-8cab-fe042aca31e0 · outbound

This paper cites Evaluating privacy perceptions, experience, and behavior of software develop- ment teams,.

Generating Privacy Stories From Software Documentation Evaluating privacy perceptions, experience, and behavior of software develop- ment teams,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:32.602807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:16.751962Z digest=sha256:56c85de2c64af21c86e057c724fe332e84c03fb794957d81906c1308aa3894b1

Observation bb13545e-4f52-45bf-8a35-c6c2e6853e63 · outbound

This paper cites Pact: Detecting and classifying privacy behavior of android applications,.

Generating Privacy Stories From Software Documentation Pact: Detecting and classifying privacy behavior of android applications,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:32.489232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:16.843526Z digest=sha256:a093dd2ef19140ebfabf531daa42b963c9878eae695bad2c581a21001eed0067

Observation 3c3b3d38-0129-4b6d-a081-8163b027d45b · outbound

This paper cites Towards fine- grained localization of privacy behaviors,.

Generating Privacy Stories From Software Documentation Towards fine- grained localization of privacy behaviors,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:32.343098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:16.950825Z digest=sha256:5071d69850f065aac04d1b39208c687e0a7862a9b94f5076fff1d084687b822d

Observation cf91212e-003f-4603-ab34-de7bdc253259 · outbound

This paper cites A privacy threat analysis framework: supporting the elicitation and fulfillment of privacy requirements,.

Generating Privacy Stories From Software Documentation A privacy threat analysis framework: supporting the elicitation and fulfillment of privacy requirements,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:17.064893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:17.064893Z digest=sha256:5ed71408c6af538cb355ceef7938a0c8386046f21d192e882220c4c10ef76a07

Observation f784d3f9-d7ad-4083-ad88-355e4dacc289 · outbound

This paper cites Privacy requirements elicitation: a systematic literature review and perception analysis of it practitioners,.

Generating Privacy Stories From Software Documentation Privacy requirements elicitation: a systematic literature review and perception analysis of it practitioners,

Reference 8

Resolution
verified exact
doi, observed 2026-08-06T21:58:23.511097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:17.144258Z digest=sha256:9204983288b40deb0b1f770a57e24b0867d5bf5b914c2b6e0502acf0c006e9c2

Observation 3f6b4cd2-4f44-4420-9802-933431de0e09 · outbound

This paper cites Legal goal-oriented require- ment language (legal grl) for modeling regulations,.

Generating Privacy Stories From Software Documentation Legal goal-oriented require- ment language (legal grl) for modeling regulations,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:32.244494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:17.260249Z digest=sha256:a372a7e9175dfc9ee07ad35b58fb154044597c1acd726b92f64f020bd379fc70

Observation 649adaf4-2230-447e-a29c-b5a858399b13 · outbound

This paper cites Addressing privacy requirements in system design: the pris method,.

Generating Privacy Stories From Software Documentation Addressing privacy requirements in system design: the pris method,

Reference 10

Resolution
verified exact
doi, observed 2026-08-06T21:58:23.336458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:17.375888Z digest=sha256:2de213f900f014927d11355106c9d94fceea1f703d0cd7acf1c2a382851259c3

Observation d0cc3586-ac84-4539-b2ec-d4350e36ba0a · outbound

This paper cites Privacystory: tool support for extracting privacy requirements from user stories,.

Generating Privacy Stories From Software Documentation Privacystory: tool support for extracting privacy requirements from user stories,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:32.140150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:17.474062Z digest=sha256:e3fa76c1c0174a705f8837660781bf60573787dc87ffbd70d35a44ef7c72aa5b

Observation 84d595c3-f00e-4be6-affc-c9f572556716 · outbound

This paper cites Detecting privacy require- ments from user stories with nlp transfer learning models,.

Generating Privacy Stories From Software Documentation Detecting privacy require- ments from user stories with nlp transfer learning models,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:31.956094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:17.551983Z digest=sha256:8c7f9161445fa03860ff0b6342015ffe0047409d85385a4b369bd6ce778f417c

Observation 58dd6c2c-197e-4ef7-a9e5-7c94a6307a6e · outbound

This paper cites Leveraging NLP techniques for privacy requirements engineering in user stories,.

Generating Privacy Stories From Software Documentation Leveraging NLP techniques for privacy requirements engineering in user stories,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:31.795215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:17.655499Z digest=sha256:afc98919a9788f13cf955ec3e524266b9b001c967487d60b4b53144b404a794e

Observation e743f6ef-70ab-4677-a866-b21b0fd633e1 · outbound

This paper cites Gdpr-based user stories in the access control perspective,.

Generating Privacy Stories From Software Documentation Gdpr-based user stories in the access control perspective,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:31.631072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:17.821110Z digest=sha256:f08e51ebddd7d59c88484af1666b79208b6893ac8bfad10054b2ecd57cbd9799

Observation e380a0e3-67b8-4b83-ae68-a224040236c2 · outbound

This paper cites Modeling security and privacy requirements: a use case- driven approach,.

Generating Privacy Stories From Software Documentation Modeling security and privacy requirements: a use case- driven approach,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:31.415583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:17.936614Z digest=sha256:d174826d350d6f970704b4d73af3b637ba3976ccb75a0741df32c0c73b2b9ca8

Observation 858cd8df-0485-4641-9c59-47df8aa2d028 · outbound

This paper cites Investigating chatgpt’s potential to assist in requirements elicitation processes,.

Generating Privacy Stories From Software Documentation Investigating chatgpt’s potential to assist in requirements elicitation processes,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:31.276417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:18.055825Z digest=sha256:6ea9443f1401c9ee4cb833bfb74efa83cf85375f38f4fbbe6eac19a2f2fa3e76

Observation 63606c16-7c68-4c26-a1d5-038d07a9b8a5 · outbound

This paper cites Using llms in software requirements specifications: An empirical evaluation,.

Generating Privacy Stories From Software Documentation Using llms in software requirements specifications: An empirical evaluation,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:31.097038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:18.096651Z digest=sha256:7badbbd49ff16b088db740c2f70e82d5d292232bf658b207f98704ca33681347

Observation 32349bec-eca1-4dc1-a3a2-690c160ac6a5 · outbound

This paper cites Language models are few-shot learners,.

Generating Privacy Stories From Software Documentation Language models are few-shot learners,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:30.871013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:18.190057Z digest=sha256:f5a9ffd2c430d431b5d2324dbb107ba50761b560c341fafce06c5d2d5eb9582c

Observation ffaa3b65-809c-4e4e-83b1-6d7d30386a62 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Generating Privacy Stories From Software Documentation Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:18.243630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:18.243630Z digest=sha256:1df0e54cfe6b6222ff2e2ed7d5e61b9a6e85a6929de729a4e49c4c1216e5e39a

Observation b52d45d2-daa9-4dc8-ac95-5d65a0b60939 · outbound

This paper cites Foundations of Large Language Models.

Generating Privacy Stories From Software Documentation Foundations of Large Language Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:18.347548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:18.347548Z digest=sha256:e9b5cd44f9d09776a70434dfe0bf7c566b1e2670859fb63b40d1d92db5e5ed84

Observation f7c73f85-4bbb-4ed3-ba26-ae55c12efe4c · outbound

This paper cites Large Language Models for Data Annotation and Synthesis: A Survey.

Generating Privacy Stories From Software Documentation Large Language Models for Data Annotation and Synthesis: A Survey

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:18.427304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:18.427304Z digest=sha256:76f53162018bb949cf1fe5e6343650b0b1312569bbf5d0544e084afb536f2a58

Observation c59de81b-b0ff-4e42-9e32-78b47fbc5fa2 · outbound

This paper cites Requirements satisfiability with in-context learning,.

Generating Privacy Stories From Software Documentation Requirements satisfiability with in-context learning,

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:30.730449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:18.498091Z digest=sha256:40df5a5621f5c85166f5b496da130e2ec7d17875cdf97b0393377bd438dae394

Observation 427842c7-cf7c-408b-bdad-5abcfc6023c4 · outbound

This paper cites Large language models: A new approach for privacy policy analysis at scale,.

Generating Privacy Stories From Software Documentation Large language models: A new approach for privacy policy analysis at scale,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:30.544108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:18.592852Z digest=sha256:b3580e5798d6406d599284f589398e7d68255a6be7206748f1f851112e6cbce3

Observation 8d89c282-e55d-41f7-9b42-94875e7d4dd9 · outbound

This paper cites Toward regulatory compliance: A few-shot learning approach to extract processing activities,.

Generating Privacy Stories From Software Documentation Toward regulatory compliance: A few-shot learning approach to extract processing activities,

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:18.659390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:18.659390Z digest=sha256:b4edaffa9409369db450ea69ba1c62da3f555ec92b89dfd6971dc7f818d1780f

Observation 81844883-4426-46cc-b966-1c1dcf81c52d · outbound

This paper cites Ppchecker: Towards accessing the trustworthiness of android apps’ privacy policies,.

Generating Privacy Stories From Software Documentation Ppchecker: Towards accessing the trustworthiness of android apps’ privacy policies,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:30.377117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:18.757383Z digest=sha256:6bcc8bdcb76cf804f3f60c88fa2c31f0644b450ec5043b177c9c8b14e9f32121

Observation 27b7a329-d2f8-445d-9aae-bb2ddd667759 · outbound

This paper cites On the ridiculousness of notice and consent: Contradictions in app privacy policies,.

Generating Privacy Stories From Software Documentation On the ridiculousness of notice and consent: Contradictions in app privacy policies,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:30.264402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:18.862168Z digest=sha256:4e6ae5c8e005b7ee345301c00d8ea85bb00ccb8b751ae601cfdd25342c06f7f2

Observation 3fe1032b-e2ba-4212-9d91-3eb87f4cdb2f · outbound

This paper cites Maps: Scaling privacy compliance analysis to a million apps,.

Generating Privacy Stories From Software Documentation Maps: Scaling privacy compliance analysis to a million apps,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:30.105124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:18.922654Z digest=sha256:2bb83b4a6e30a84e40feab985bd46b610e99c474d8f323b6f4c67d653c32719a

Observation 06011909-4445-4692-9e53-b067d54ae36f · outbound

This paper cites Under- standing challenges for developers to create accurate privacy nutrition labels,.

Generating Privacy Stories From Software Documentation Under- standing challenges for developers to create accurate privacy nutrition labels,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:29.923216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:19.006872Z digest=sha256:684690d3b5a21b11a6a5d903592fd31c6ef088e7edad69dae3d55b291b4b2248

Observation 0e2b54fb-d1fb-4995-a4e7-21a7acc87a66 · outbound

This paper cites Unpacking privacy labels: A measurement and developer perspective on google’s data safety section,.

Generating Privacy Stories From Software Documentation Unpacking privacy labels: A measurement and developer perspective on google’s data safety section,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:29.776405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:19.100207Z digest=sha256:4afbd6198d63df360b5f8c24168486b43444624d91738e404e4a67874b04d7c7

Observation ffe8d768-d4fa-4338-b767-341316eab6d4 · outbound

This paper cites Atlas: Auto- matically detecting discrepancies between privacy policies and privacy labels,.

Generating Privacy Stories From Software Documentation Atlas: Auto- matically detecting discrepancies between privacy policies and privacy labels,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:29.551493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:19.170244Z digest=sha256:d7464788ca05750c45e0807cac6df166f35603023a9447bc3a2ae6037df6d931

Observation c57a2854-0e80-4841-96d1-7aab3cf9f9ae · outbound

This paper cites Thinking llms: General instruction following with thought generation,.

Generating Privacy Stories From Software Documentation Thinking llms: General instruction following with thought generation,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:29.336646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:19.307381Z digest=sha256:962c4853ed84c981a119b6dadb2bccbed4f0d7fad172a27efd6c9c70d1c0e3f9

Observation bed30a83-650e-4c54-a167-a919f936d21f · outbound

This paper cites Data safety labels for developers,.

Generating Privacy Stories From Software Documentation Data safety labels for developers,

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:19.384390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:19.384390Z digest=sha256:d1254f062dbdf0114649f3000f3d1bad2ed222c31d9a7a5d7c04544fba93b9d2

Observation 4ba904d7-0469-4f76-9cb2-9f3219c9ad1a · outbound

This paper cites Cohn, User stories applied: For agile software development.

Generating Privacy Stories From Software Documentation Cohn, User stories applied: For agile software development

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:19.476673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:19.476673Z digest=sha256:97c121adccd16123c722560e4f8107b9446b8ed332d0fcb035889d12511e0278

Observation a63642d4-5a5f-4e0a-b3fa-9ab80167c811 · outbound

This paper cites Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs.

Generating Privacy Stories From Software Documentation Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:19.555719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:19.555719Z digest=sha256:9a4faa7f596c8cfe60cdaad639d0458dfbaa8e04879620888e51840842ae26b9

Observation 75fab0d3-1d9f-4f10-a31b-a5579c5f7073 · outbound

This paper cites Reasoning with large language models, a survey,.

Generating Privacy Stories From Software Documentation Reasoning with large language models, a survey,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:29.094381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:19.622213Z digest=sha256:97dd641e2bfa620375e255cffdf34c01ee90860a529829a6cd1afa8a0f434e3c

Observation 6d744290-3de8-4d6c-ae28-5e8e8cb3e1ab · outbound

This paper cites A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains.

Generating Privacy Stories From Software Documentation A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:19.835890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:19.835890Z digest=sha256:44867cebb9790c206789f4adb23590a81b5bb0dc114a1352eaece4a9319e43e3

Observation 4c2d5915-c14a-4b1c-a787-621f87c59d41 · outbound

This paper cites Chain-of-Verification Reduces Hallucination in Large Language Models.

Generating Privacy Stories From Software Documentation Chain-of-Verification Reduces Hallucination in Large Language Models

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:19.925871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:19.925871Z digest=sha256:87b646e678fc9bf18f228eeea003fbba182ddc650cfb62008e8bc46093985e0a

Observation d3ee76d1-de89-43fb-a55e-faa014009e02 · outbound

This paper cites HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection.

Generating Privacy Stories From Software Documentation HaloScope: Harnessing Unlabeled LLM Generations for Hallucination Detection

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:20.008930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:20.008930Z digest=sha256:03d74fd396bd27e9c5c47658062a2d13848157a10df31304673c93c1501ceb6a

Observation 0669259f-f1cc-4999-8fdd-576726dbf9d6 · outbound

This paper cites Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models.

Generating Privacy Stories From Software Documentation Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:20.124849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:20.124849Z digest=sha256:121ba6d6578f51299bdf526077d918d17cd182a5e15c1baaba45d523bac1850f

Observation f779fdd6-5a10-44fb-a087-b9a922791d69 · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

Generating Privacy Stories From Software Documentation Fine-Tuning Language Models from Human Preferences

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:20.193625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:20.193625Z digest=sha256:6e42b6dc51c32c8794fe0fa710cee080268be5d8adbd13508e7d977db6e90c93

Observation bef6d806-e03b-4068-b3d9-f5385d2d2657 · outbound

This paper cites Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents.

Generating Privacy Stories From Software Documentation Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:20.276263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:20.276263Z digest=sha256:ffe4e29312458716f0ba94fa721320ea9b40b6cddc0872b983f4dbec0d393e63

Observation 2dd03358-6363-4e4f-a7ad-39aa9bbbcf88 · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

Generating Privacy Stories From Software Documentation Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:20.368261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:20.368261Z digest=sha256:64e1b10763ed8033b2dd934fad90459fd58d54684c47e40d7629750a032c21fe

Observation 8dda48b2-034e-46e1-892b-91acce8af47e · outbound

This paper cites Leveraging llms for the quality assurance of software requirements,.

Generating Privacy Stories From Software Documentation Leveraging llms for the quality assurance of software requirements,

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:20.437801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:20.437801Z digest=sha256:8e205b437958f1cb2aa298b424a1452fbad7bff1819f0de3172d0a035442f827

Observation d0a2d8e6-8447-412f-85a9-c2c3fc8278cd · outbound

This paper cites 10, 2024.

Generating Privacy Stories From Software Documentation 10, 2024

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:28.889447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:20.495474Z digest=sha256:56076300b4e4cae9d351844228ce669c66e24261ee4c4b9d17051e003a69352f

Observation a226848d-94db-480e-b39f-48097b7546a3 · outbound

This paper cites SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents.

Generating Privacy Stories From Software Documentation SOEN-101: Code Generation by Emulating Software Process Models Using Large Language Model Agents

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:20.561761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:20.561761Z digest=sha256:a22a641f264938e6b66ca38ab1c5f20ad08debae8d0e6887b2de8aadde94920e

Observation 2b7c27e6-aba4-41a2-964f-e065db169cea · outbound

This paper cites Advancing requirements engineering through generative ai: Assessing the role of llms,.

Generating Privacy Stories From Software Documentation Advancing requirements engineering through generative ai: Assessing the role of llms,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:28.668004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:20.677308Z digest=sha256:9c85eb280eb1473aae3b52995bb336683d6f01f2d776da1707f09701011d5e36

Observation ad3ae9a3-36af-4d47-886b-a2da90b5196b · outbound

This paper cites Llm-based agents for automating the enhancement of user story quality: An early report,.

Generating Privacy Stories From Software Documentation Llm-based agents for automating the enhancement of user story quality: An early report,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:28.463116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:20.751968Z digest=sha256:d11d3a4e92919a41a08c85cb68aa49ff1fd2dad432cd18d36f9c879bb8ef5fea

Observation c47f0f98-39e8-4916-97dd-00f106a85f7e · outbound

This paper cites Extracting software functional re- quirements from free text documents,.

Generating Privacy Stories From Software Documentation Extracting software functional re- quirements from free text documents,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:28.283735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:20.863809Z digest=sha256:130a7d842bce425a696db94061c3bc3b78bac019fb2b9e40fa5d6d3318b5df4e

Observation 877d09d0-ebe5-4bce-9fce-ece612fd5e55 · outbound

This paper cites Automated extraction of non-functional requirements in available documentation,.

Generating Privacy Stories From Software Documentation Automated extraction of non-functional requirements in available documentation,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:28.047909Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:20.959550Z digest=sha256:f653a917c735dd6d0064ccea429222a4c57ff06a9fb6992aac94bfa3cb634a6e

Observation 0337438d-bb37-45fc-a517-c3a21d2eecaf · outbound

This paper cites Pure: A dataset of public re- quirements documents,.

Generating Privacy Stories From Software Documentation Pure: A dataset of public re- quirements documents,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:27.832557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:21.053774Z digest=sha256:056ef30e3deda0e4b80ae22df7f1cf1d6127abd9fd0441a13a7ede4c88e79076

Observation 65e7244d-eb65-4343-a9f7-6df4c42af553 · outbound

This paper cites Extracting software requirements from unstructured documents,.

Generating Privacy Stories From Software Documentation Extracting software requirements from unstructured documents,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:27.567404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:21.188335Z digest=sha256:018ce4ff21deedb2ee5eee55e98f2191214d8cd8678d74e8b111f09105eebdcc

Observation 68e60333-d88f-4561-9cc8-ff2e86e52e04 · outbound

This paper cites Human-llm collaborative annotation through effective verification of llm labels,.

Generating Privacy Stories From Software Documentation Human-llm collaborative annotation through effective verification of llm labels,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:27.355772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:21.321081Z digest=sha256:fb9d8832264d71565167d1423a644383b1bac8869e6bd67db5a6e4ab40c35721

Observation df3fbdd4-a066-4ed4-934a-d2bb867185fd · outbound

This paper cites A comparative study on annotation quality of crowdsourcing and llm via label aggregation,.

Generating Privacy Stories From Software Documentation A comparative study on annotation quality of crowdsourcing and llm via label aggregation,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:27.097320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:21.441053Z digest=sha256:db50665b398c5200e272e01e52506eb34dc8e76b66e57ee440e86be810d5c03c

Observation f92485f0-d5ac-40a3-b861-1dfae1522c58 · outbound

This paper cites A large language model approach to code and privacy policy alignment,.

Generating Privacy Stories From Software Documentation A large language model approach to code and privacy policy alignment,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:26.884404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:21.555318Z digest=sha256:94d00b0306608048e80a0c35f2edfaca7339b610fef68087ced42eef20d4e547

Observation c09fdff0-93c5-4cf8-bb3d-f4b2897e5d29 · outbound

This paper cites The creation and analysis of a website privacy policy corpus,.

Generating Privacy Stories From Software Documentation The creation and analysis of a website privacy policy corpus,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:26.630120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:21.648399Z digest=sha256:77c672fc01278e2ad3f3d862a92b3f1ff1a12beaf50dd8bb2086c6c8ac2ab743

Observation ce461dc8-77d9-4f01-86d0-41acc4d69649 · outbound

This paper cites Policygpt: Automated analysis of privacy policies with large language models,.

Generating Privacy Stories From Software Documentation Policygpt: Automated analysis of privacy policies with large language models,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:26.457117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:21.690964Z digest=sha256:15c99fbad3e02ca28d1abf22d41fdd3358651d13decf1edc5345a731fd48ca80

Observation a87f9ef5-724c-4cfb-8478-880f88891c69 · outbound

This paper cites F-droid: Free and open source android app repository,.

Generating Privacy Stories From Software Documentation F-droid: Free and open source android app repository,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:26.261610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:21.769977Z digest=sha256:6bb44af0353a7021d6c1884933849e14bb4e8bd3b3a002caf07529a847363c6f

Observation 979a5c15-35f7-4f0b-be7a-cc88bed5ef2f · outbound

This paper cites Conceptualization: On theory and theorizing using grounded theory,.

Generating Privacy Stories From Software Documentation Conceptualization: On theory and theorizing using grounded theory,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:26.126757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:21.878958Z digest=sha256:16ba0bba37b376457898f1b8451ee3e9304dce3bc93951da998040e0f6d49ff0

Observation a6103909-6890-4001-b3d1-f7592620613a · outbound

This paper cites Sentence-bert: Sentence embeddings using siamese bert-networks,.

Generating Privacy Stories From Software Documentation Sentence-bert: Sentence embeddings using siamese bert-networks,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:25.888183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:21.919106Z digest=sha256:96b043101002abb07ae06464f2c6f8e5f29744cffb50e604037d7f771de8365f

Observation e39bcfb5-19f8-4820-bf50-a597b2b35500 · outbound

This paper cites HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs.

Generating Privacy Stories From Software Documentation HoT: Highlighted Chain of Thought for Referencing Supporting Facts from Inputs

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:21.987172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:21.987172Z digest=sha256:0caea8a3240e3e840c26e8d511e90ff3ea59b6111e4505fefe810951f23491a3

Observation 04b9a0f7-446a-464d-a240-528d37863ffb · outbound

This paper cites A Survey of Large Language Models.

Generating Privacy Stories From Software Documentation A Survey of Large Language Models

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:22.058542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:22.058542Z digest=sha256:5582ff1a4f5cdbfbc88e6539e2a6564ac3e6555cd9a1fe53ebc202feffd4f467

Observation e449816c-91ab-4f00-857a-06a96ad80d5b · outbound

This paper cites Unsloth: Efficient fine-tuning for llms,.

Generating Privacy Stories From Software Documentation Unsloth: Efficient fine-tuning for llms,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:25.735538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:22.110716Z digest=sha256:f76a0908d9f7d7d35aaf607eb487a0dd693db8be2cab0ce73ad30a06137080d1

Observation e5493f89-2499-4b6d-b40d-4876ac0cd0d9 · outbound

This paper cites Transformers reinforcement learning (trl),.

Generating Privacy Stories From Software Documentation Transformers reinforcement learning (trl),

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:25.482449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:22.261595Z digest=sha256:2767f2e6b04f138e69be3ea151a9b396370f3402333b84f51fffdc278288713d

Observation ab6e1136-07d6-4a75-b7d4-2ab919e089b4 · outbound

This paper cites Available: github.com/unslothai/unsloth.

Generating Privacy Stories From Software Documentation Available: github.com/unslothai/unsloth

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:25.602973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:22.201739Z digest=sha256:0301def15503d475b74d6abd05b43ec1ca1ec1a358253f6522f55d4a5f55e732

Observation f5f49fbb-16f8-4b6c-a918-13bf6ca6f86d · outbound

This paper cites The llama 3 herd of models,.

Generating Privacy Stories From Software Documentation The llama 3 herd of models,

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:24.881706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:22.528165Z digest=sha256:b03fb4011676a50ad5249ed93d6e873044c69a4a9f87395c2d160cf1b5c1bfec

Observation 9f95dba6-fd9b-485c-92a0-9d67e7d908db · outbound

This paper cites Available: github.com/huggingface/trl.

Generating Privacy Stories From Software Documentation Available: github.com/huggingface/trl

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:25.307145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:22.327787Z digest=sha256:89dca505f4105a5fa912650d7efadb214bbf84261e37cbc21e2a8c896013e765

Observation a1ad9b56-fd52-4ff3-8791-39796e4d66d4 · outbound

This paper cites Gpt-4 technical report,.

Generating Privacy Stories From Software Documentation Gpt-4 technical report,

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:25.025520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:22.407289Z digest=sha256:068b61449d5f30dfe77553fbc71ec8ccea07e8ce80e16ceed9c407c5b3bd6178

Observation 92552977-1cc4-4807-9a9e-f725d97c0563 · outbound

This paper cites Software systems documentation: A systematic review,.

Generating Privacy Stories From Software Documentation Software systems documentation: A systematic review,

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:24.630232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:22.820544Z digest=sha256:88258f2c2fa8be6102d3922588c12381a27f6791518073cbf178fbda1e5012ab

Observation 2f778b98-839f-4430-bba1-a2897daf9844 · outbound

This paper cites Qwen2.5 Technical Report.

Generating Privacy Stories From Software Documentation Qwen2.5 Technical Report

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:22.623429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:22.623429Z digest=sha256:9eafc07f739a4cbb32d439d8db029080ddd80cfbbc83de0507a20c5e6bf32f94

Observation 9424de20-1f5f-4987-a593-6f1a03b8e7f3 · outbound

This paper cites Learning and evaluation in the presence of class hierarchies: Application to text categorization,.

Generating Privacy Stories From Software Documentation Learning and evaluation in the presence of class hierarchies: Application to text categorization,

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:24.763354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:22.730589Z digest=sha256:b364e1c45694e0f7cc57ef66e3510fe141b7008a1859dbb0b81fc166fee1a616

Observation b0b582ed-a1fb-4209-be55-5dd5511d50f5 · outbound

This paper cites Agents companion,.

Generating Privacy Stories From Software Documentation Agents companion,

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:24.495068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:22.927224Z digest=sha256:2814c678787dddb04298c328425fb27b1af1a0e86f44aa505aa662556e546ccc

Observation 5a3d329a-d4d3-4363-b866-3ac3a1aabde8 · outbound

This paper cites Building effective agents,.

Generating Privacy Stories From Software Documentation Building effective agents,

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:58:24.331228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T21:58:23.040095Z digest=sha256:2833101ead8e17f69505bca0df9389d79f2bbf74e0a4d4fe7b11319194383ad2

Observation a32ac6be-1695-464e-afce-48dbfb7a01d9 · outbound

This paper cites Available: https://arxiv.org/html/2407.11511v1.

Generating Privacy Stories From Software Documentation Available: https://arxiv.org/html/2407.11511v1

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-06T21:58:19.737270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:58:19.737270Z digest=sha256:aa1a4c03bb2ec4cef0db53625af18c1a5e10e1e3a4f60c007ef88c24644eecac

Pith citing papers

No inbound Pith citation observations are available.